Desenvolvimento

Use when the user explicitly asks for a SKILL to create a worktree. If the user does not mention "skill" or explicitly request skill invocation, do NOT trigger this. Only use when user says things like "use a skill to create a worktree" or "invoke the worktree skill". Creates isolated git worktrees with parallel-running configuration.

Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.

Desenvolvimento moderno de JavaScript/TypeScript com o runtime Bun, cobrindo gerenciamento de pacotes, empacotamento, testes e migração do Node.js. Ideal para otimizar a velocidade de desenvolvimento JS/TS ou migrar do Node.js para o Bun.

Handles batch effects in bulk RNA-seq via design-matrix inclusion (the correct path for DE), ComBat/ComBat-seq for visualization, SVA for unknown latent factors, RUVSeq for negative-control-gene-anchored unwanted variation, and limma::removeBatchEffect for plotting only. Encodes the Nygaard 2016 cardinal sin against testing on a batch-corrected matrix, the choice between SVA/RUVg/RUVs/RUVr, the co

Use para revisar, gerar ou refatorar código relacionado a Java, Spring, MyBatis, Maven, MySQL, SQL, logs, exceções, segurança ou banco de dados, seguindo as Diretrizes de Codificação Java da Alibaba.

Adversarial pressure-test of a decision, plan, or piece of work. Articulates the case FOR the current approach, then spawns a subagent to steel-man the best alternative, returns a synthesis with mandatory verdict. Invoke ONLY via /adversary — do NOT trigger on 'what do you think' or 'any concerns'.

What to go scorched-earth on — a directory or file path, a URL, or a topic/question. Omit to use the current project or ask.

Staged build methodology for software projects: technical spike → design notes → build plan → stage-by-stage execution with professional-grade testing. Use when user says '/architect', 'new project', 'start a project', 'build this from scratch', wants to plan/build with structured methodology, or resumes an in-progress staged build. NOT for: quick scripts or one-off fixes.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Acts as a League of Legends post-match coach. Fetches the latest Ranked SR match via scripts/fetch_lol_match.py, builds coach_digest.json via summarize_match_for_coach.py, analyzes using docs in this repository, writes Markdown from docs/coach-report-template.md, and can render HTML via render_coach_report.py. Trigger whenever the user asks about a LoL match, coaching, why they won/lost, what they

Analyzes differential transcript usage (DTU) and isoform switches with functional consequence prediction (NMD via 50nt rule, ORF disruption, protein domain loss/gain, signal peptide changes, IDR alterations, coding-potential shifts). Tools include IsoformSwitchAnalyzeR v2 (auto-selects satuRn for >5 reps else DEXSeq), the manual DRIMSeq -> DEXSeq/satuRn -> stageR DTU pipeline, and fishpond/swish f

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.